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Ground-level proof points accumulating

Ground-level proof points accumulating: management narrates several small, named, recent wins and treats them as the lea

Calls Tested
322
Answered YES
8
Hit Rate
2.5%
rare by design

Sea Limited (SE) — this company's answers

NO on the Q1 2022 call 2022-05-17 F
The model's full reasoning — Q1 2022 call → NO我们根据提供的财报电话会议记录来判断。问题要求:管理层是否讲述了几个具体的、可识别的近期事件,并将这些事件视为更广泛改善的领先指标,且这种改善仍处于早期阶段。 检查记录内容: - 管理层提到了Shopee在东南亚和台湾的每订单调整后EBITDA亏损改善,巴西的改善,以及SeaMoney的增长。 - 具体事件:例如,Shopee在巴西的月活跃用户排名第一(3月和4月),超过200万巴西卖家注册,品牌合作伙伴如Kiehl's、Kate Spade、Marc Jacobs加入,Free Fire与BTS合作,Craftland地图编辑器有数亿玩家参与,Moonlight Blade在泰国推出,SeaMoney在马来西亚获得数字银行牌照等。 - 这些是具体的、可识别的近期事件。 - 管理层是否将这些事件连接成一个更广泛的、仍处于早期阶段的模式?例如,Forrest提到“这些初步迹象表明用户趋势开始稳定”,并说“我们正在评估长期趋势”,以及“我们相信这些投资对于长期可持续性至关重要”。但管理层是否明确说这些事件是更广泛改善的领先指标,且这种改善仍处于早期?在游戏部分,管理层说“我们看到了一些初步的积极迹象”,但强调“长期影响仍有待观察”。在Shopee部分,管理层提到“我们正在取得进展”,但更多是总体趋势。 - 然而,问题要求“至少三个不同的、命名的或可单独识别的近期事件”,并且管理层明确将这些事件连接成一个“仍在早期”的构建模式。在记录中,管理层确实提到了多个具体事件,但并没有明确地将它们连接成一个统一的、仍在早期阶段的模式。例如,在游戏部分,管理层说“我们看到了初步的稳定迹象”,但并没有说“这些是更广泛改善的领先指标,更多即将到来”。在Shopee部分,管理层提到巴西的进展,但更多是作为整体表现的一部分。 - 此外,管理层在回答问题时提到“我们正在评估长期趋势”,这暗示不确定性,而不是明确说“这些是领先指标,更多即将到来”。 - 因此,虽然有几个具体事件,但管理层并没有明确地将它们连接成一个“仍在早期”的构建模式。管理层更多是描述当前结果,而不是说这些是更广泛改善的领先指标。 - 因此,答案应为NO。 最终答案:NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from inside the business, each one identifiable on its own — AND does management explicitly treat these accumulating episodes as the LEADING EDGE of a broader improvement that is still early? Answer YES when BOTH halves come through in management's own words, in whatever form fits the business: (1) AT LEAST THREE DISTINCT, NAMED OR INDIVIDUALLY IDENTIFIABLE EPISODES FROM THE RECENT PERIOD. Management recounts multiple separate ground-level events that actually happened recently — each described specifically enough that a listener could tell the episodes apart and could later check them. The episodes may take whatever form fits the industry: a particular customer, account, or partner that signed, reordered, expanded, or went live; a particular site, store, plant, line, rig, clinic, or facility that opened, hit a milestone, or reached a new performance level; a particular product, program, or offering that shipped its first units, won its first placements, or crossed a threshold; a particular region, channel, or contract that turned on or stepped up. What matters is the GRANULARITY and RECENCY: these are individually small, freshly occurred, operator-level facts — the kind of detail only people close to the business would narrate — not aggregate results, percentages, themes, or claims like "demand was strong across the board." (2) MANAGEMENT ITSELF CONNECTS THE EPISODES INTO A BUILDING PATTERN THAT IS STILL EARLY. Management explicitly draws the line from these individual episodes to a larger developing trajectory — conveying, in its own voice, that these wins are instances of the same underlying thing, that more of the same kind are already forming or arriving, and that the pattern's contribution to reported results is only beginning, so most of it lies ahead. The generalization must be management's own act, grounded in the recounted episodes — not a hope, a market-size claim, or an analyst's summary. Answer NO if the call's positive story is carried mainly by aggregates — overall growth rates, segment percentages, or general demand commentary — without several individually identifiable recent episodes. NO if fewer than three distinct episodes are described, or the episodes are really one event told from different angles. NO if the episodes are plans, pipeline items, letters of intent, or hoped-for events rather than things that already happened. NO if the episodes are the routine cadence this company always reports (its usual pace of customer additions, standard seasonal openings) and management does not present their accumulation as new or building. NO if management recounts the episodes but never itself connects them into a broader, still-early pattern with more arriving. NO if the episodes chiefly explain problems, or the call is mainly defense of weak results. NO if the pattern-framing appears only in an analyst's question or summary that management does not itself adopt. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
CRGO Freightos Limited Q1 2024 2024-05-20 C+
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
TOST Toast, Inc. Q4 2022 2023-02-16 C+
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
AU AngloGold Ashanti's Q2 2018 2018-08-20 B
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

AU · Q2 2018 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple specific, recent operational episodes: Kibali’s underground ramp-up with automated ore handling system and vertical shaft integration; Iduapriem’s CIL tank conversion and grade/tonnage gains; Sunrise Dam’s Recovery Enhancement Project plus new mining strategies; Tropicana’s second 6-MW ball mill installation; Siguiri’s CIL circuit milestone; and 338 tracked Operational Excellence projects.
BXP · Q1 2022 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple distinct, named episodes from the recent period: the 73,000 sq ft recapture/release at 77 CityPoint with a 15% rent increase and 7.
CRGO · Q1 2024 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.